Cybersecurity News
Filters
Filtered by tag: product strategy × Clear
Bad news: your AI application isn't that special
Venture capitalists and tech observers warn that most AI-powered applications lack defensible advantages. As foundation models improve and become cheaper, thin wrappers around tools like ChatGPT face commoditization. Businesses building on top of AI without proprietary data, unique workflows, or deep integration risk being undercut by the model providers themselves or by better-funded competitors.